169072 1 Jan van Rijn 271 Supervised Classification predictive_accuracy 1068 weka.J48(28) 1838 weka.classifiers.trees.J48 -- -C 0.25 -M 2 C 0.25 1068 M 2 1068 weka weka_3.7.12 42 soybean https://www.openml.org/data/download/42/dataset_42_soybean.arff -1 555314 description https://api.openml.org/data/download/555314/weka_generated_run6311892146289583841.xml -1 555317 model_readable https://api.openml.org/data/download/555317/WekaModel_weka.classifiers.trees.J487846027178856373002.model -1 555316 model_serialized https://api.openml.org/data/download/555316/WekaSerialized_weka.classifiers.trees.J486532224332638882803.model -1 555315 predictions https://api.openml.org/data/download/555315/weka_generated_predictions5660159295412443228.arff area_under_roc_curve 0.99202 [1,1,1,0.997381,1,1,1,0.992884,1,1,1,0.997969,0.990698,0.990769,0.98453,0.995475,1,0.991031,0.812312] average_cost 0 f_measure 0.859474 [0.8,1,1,0.867925,1,1,1,0.906667,1,1,1,0.848485,0.666667,0.8,0.75,0.888889,1,0.5,0] kappa 0.852113 kb_relative_information_score 194.312522 mean_absolute_error 0.016336 mean_prior_absolute_error 0.095831 number_of_instances 225 [6,5,5,27,18,9,3,37,7,4,5,14,10,30,30,4,6,2,3] os_information [Oracle Corporation, 1.7.0_65, amd64, Linux, 3.16.0-29-generic] precision 0.865254 [1,1,1,0.884615,1,1,1,0.894737,1,1,1,0.736842,1,0.8,0.705882,0.8,1,0.5,0] predictive_accuracy 0.866667 prior_entropy 3.857248 recall 0.866667 [0.666667,1,1,0.851852,1,1,1,0.918919,1,1,1,1,0.5,0.8,0.8,1,1,0.5,0] relative_absolute_error 0.170461 root_mean_prior_squared_error 0.218459 root_mean_squared_error 0.097416 root_relative_squared_error 0.445924 scimark_benchmark 977.638189 [610.3011251066489, 913.2487611697326, 480.85168147774846, 899.2933222316699, 1984.4960566359616] total_cost 0 usercpu_time_millis 10 usercpu_time_millis_testing 0 usercpu_time_millis_training 10 area_under_roc_curve 0.99202 [1,1,1,0.997381,1,1,1,0.992884,1,1,1,0.997969,0.990698,0.990769,0.98453,0.995475,1,0.991031,0.812312] average_cost 0 f_measure 0.859474 [0.8,1,1,0.867925,1,1,1,0.906667,1,1,1,0.848485,0.666667,0.8,0.75,0.888889,1,0.5,0] kappa 0.852113 kb_relative_information_score 194.312522 mean_absolute_error 0.016336 mean_prior_absolute_error 0.095831 number_of_instances 225 [6,5,5,27,18,9,3,37,7,4,5,14,10,30,30,4,6,2,3] precision 0.865254 [1,1,1,0.884615,1,1,1,0.894737,1,1,1,0.736842,1,0.8,0.705882,0.8,1,0.5,0] predictive_accuracy 0.866667 prior_entropy 3.857248 recall 0.866667 [0.666667,1,1,0.851852,1,1,1,0.918919,1,1,1,1,0.5,0.8,0.8,1,1,0.5,0] relative_absolute_error 0.170461 root_mean_prior_squared_error 0.218459 root_mean_squared_error 0.097416 root_relative_squared_error 0.445924 total_cost 0 usercpu_time_millis 0 usercpu_time_millis_testing 0 usercpu_time_millis_training 0